swarmvault — security grade SAFE, quality 66/100

Security audit verdict: SAFE · quality 66/100

No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

by swarmclawai · MCP Server · ★ 649

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

🔒 Is swarmvault safe to install? View the security audit →

About swarmvault

SwarmVault Languages: English 日本語 []() A local-first knowledge compiler for AI agents, built on the LLM Wiki pattern. Most "chat with your docs" tools answer a question and throw away the work. SwarmVault keeps a durable wiki between you and raw sources — the LLM does the bookkeeping, you do the thinking. Documentation on the website is currently English-first. If wording drifts between translations, README.md is the canonical source. Try It in 30 Seconds No repo handy? Try the built-in demo — creates a sample vault with three sources and opens the graph viewer: !

agent-memoryai-agentsclaude-codeclaude-code-memorycodexkarpathyknowledge-graphllmllm-wikilocal-first

Quick Facts

Stars649
Forks80
LanguageTypeScript
CategoryMCP Server
LicenseMIT
Quality Score66.1896321575753/100
Open Issues7
Last Updated2026-06-30
Created2026-04-06
Platformsclaude-code, codex, mcp, node
Est. Tokens~21k

Compatible Skills

These tools work well together with swarmvault for enhanced workflows:

  • Understand-Anything — semantic(0.47)+complementary+rare_topics+same_lang+shared_platform (61%)
  • claude-obsidian — semantic(0.44)+complementary+rare_topics+similar_pop+shared_platform (59%)
  • codex-collab — semantic(0.24)+complementary+same_lang+similar_pop+shared_platform (58%)
  • grace-marketplace — semantic(0.23)+complementary+same_lang+similar_pop+shared_platform (58%)
  • thesis-skills — semantic(0.35)+complementary+rare_topics+similar_pop+shared_platform (57%)

swarmvault alternative? Top 6 similar tools

Looking for a swarmvault alternative? If you're comparing swarmvault with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • memorix by AVIDS2 · ⭐ 797

    Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Wi

  • ctx by stevesolun · ⭐ 576

    Repo-aware recommendations for skills, agents, MCP servers, and model harnesses. Use your own inventory or the

  • llmwiki by lucasastorian · ⭐ 1.6k

    Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and

  • deja-vu by vshulcz · ⭐ 925

    One memory shared by Claude Code, Codex, Cursor, Copilot CLI, OpenClaw and 29 more coding agents, built from t

  • llm-wiki by Pratiyush · ⭐ 362

    LLM-powered knowledge base from your Claude Code, Codex CLI, Copilot, Cursor & Gemini sessions. Karpathy's LLM

  • Ori-Mnemos by aayoawoyemi · ⭐ 324

    Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.

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Frequently Asked Questions

What is swarmvault?

swarmvault is The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Built on Andrej Karpathy's pattern. An Obsidian alternative for personal knowledge management. It is categorized as a MCP Server with 649 GitHub stars.

What programming language is swarmvault written in?

swarmvault is primarily written in TypeScript. It covers topics such as agent-memory, ai-agents, claude-code.

How do I install or use swarmvault?

You can find installation instructions and usage details in the swarmvault GitHub repository at github.com/swarmclawai/swarmvault. The project has 649 stars and 80 forks, indicating an active community.

What license does swarmvault use?

swarmvault is released under the MIT license, making it free to use and modify according to the license terms.

What are the best alternatives to swarmvault?

The top alternatives to swarmvault on Agent Skills Hub include memorix, ctx, llmwiki. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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